{ "best_metric": 0.17471107840538025, "best_model_checkpoint": "xlnet-base-cased/subtaskA/0/checkpoint-23952", "epoch": 1.0, "eval_steps": 500, "global_step": 23952, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.02, "learning_rate": 1.9860832776664444e-05, "loss": 0.5163, "step": 500 }, { "epoch": 0.04, "learning_rate": 1.9721665553328883e-05, "loss": 0.3694, "step": 1000 }, { "epoch": 0.06, "learning_rate": 1.9582498329993322e-05, "loss": 0.3342, "step": 1500 }, { "epoch": 0.08, "learning_rate": 1.944333110665776e-05, "loss": 0.3631, "step": 2000 }, { "epoch": 0.1, "learning_rate": 1.9304163883322203e-05, "loss": 0.2701, "step": 2500 }, { "epoch": 0.13, "learning_rate": 1.9164996659986642e-05, "loss": 0.2449, "step": 3000 }, { "epoch": 0.15, "learning_rate": 1.902582943665108e-05, "loss": 0.2478, "step": 3500 }, { "epoch": 0.17, "learning_rate": 1.888666221331552e-05, "loss": 0.2499, "step": 4000 }, { "epoch": 0.19, "learning_rate": 1.8747494989979962e-05, "loss": 0.2542, "step": 4500 }, { "epoch": 0.21, "learning_rate": 1.86083277666444e-05, "loss": 0.2503, "step": 5000 }, { "epoch": 0.23, "learning_rate": 1.8469160543308843e-05, "loss": 0.2436, "step": 5500 }, { "epoch": 0.25, "learning_rate": 1.832999331997328e-05, "loss": 0.2492, "step": 6000 }, { "epoch": 0.27, "learning_rate": 1.819082609663772e-05, "loss": 0.228, "step": 6500 }, { "epoch": 0.29, "learning_rate": 1.805165887330216e-05, "loss": 0.2293, "step": 7000 }, { "epoch": 0.31, "learning_rate": 1.7912491649966602e-05, "loss": 0.2179, "step": 7500 }, { "epoch": 0.33, "learning_rate": 1.777332442663104e-05, "loss": 0.2044, "step": 8000 }, { "epoch": 0.35, "learning_rate": 1.763415720329548e-05, "loss": 0.1854, "step": 8500 }, { "epoch": 0.38, "learning_rate": 1.7494989979959922e-05, "loss": 0.1957, "step": 9000 }, { "epoch": 0.4, "learning_rate": 1.735582275662436e-05, "loss": 0.2028, "step": 9500 }, { "epoch": 0.42, "learning_rate": 1.72166555332888e-05, "loss": 0.1937, "step": 10000 }, { "epoch": 0.44, "learning_rate": 1.707748830995324e-05, "loss": 0.1722, "step": 10500 }, { "epoch": 0.46, "learning_rate": 1.693832108661768e-05, "loss": 0.1461, "step": 11000 }, { "epoch": 0.48, "learning_rate": 1.679915386328212e-05, "loss": 0.1734, "step": 11500 }, { "epoch": 0.5, "learning_rate": 1.6659986639946563e-05, "loss": 0.1978, "step": 12000 }, { "epoch": 0.52, "learning_rate": 1.6520819416611002e-05, "loss": 0.1648, "step": 12500 }, { "epoch": 0.54, "learning_rate": 1.638165219327544e-05, "loss": 0.1769, "step": 13000 }, { "epoch": 0.56, "learning_rate": 1.624248496993988e-05, "loss": 0.1984, "step": 13500 }, { "epoch": 0.58, "learning_rate": 1.6103317746604322e-05, "loss": 0.1515, "step": 14000 }, { "epoch": 0.61, "learning_rate": 1.596415052326876e-05, "loss": 0.1543, "step": 14500 }, { "epoch": 0.63, "learning_rate": 1.58249832999332e-05, "loss": 0.1974, "step": 15000 }, { "epoch": 0.65, "learning_rate": 1.5685816076597642e-05, "loss": 0.162, "step": 15500 }, { "epoch": 0.67, "learning_rate": 1.554664885326208e-05, "loss": 0.1493, "step": 16000 }, { "epoch": 0.69, "learning_rate": 1.5407481629926523e-05, "loss": 0.1776, "step": 16500 }, { "epoch": 0.71, "learning_rate": 1.5268314406590962e-05, "loss": 0.1675, "step": 17000 }, { "epoch": 0.73, "learning_rate": 1.5129147183255401e-05, "loss": 0.1587, "step": 17500 }, { "epoch": 0.75, "learning_rate": 1.498997995991984e-05, "loss": 0.1289, "step": 18000 }, { "epoch": 0.77, "learning_rate": 1.485081273658428e-05, "loss": 0.1719, "step": 18500 }, { "epoch": 0.79, "learning_rate": 1.471164551324872e-05, "loss": 0.1658, "step": 19000 }, { "epoch": 0.81, "learning_rate": 1.4572478289913162e-05, "loss": 0.1505, "step": 19500 }, { "epoch": 0.84, "learning_rate": 1.44333110665776e-05, "loss": 0.1898, "step": 20000 }, { "epoch": 0.86, "learning_rate": 1.4294143843242041e-05, "loss": 0.1813, "step": 20500 }, { "epoch": 0.88, "learning_rate": 1.415497661990648e-05, "loss": 0.1528, "step": 21000 }, { "epoch": 0.9, "learning_rate": 1.4015809396570921e-05, "loss": 0.1635, "step": 21500 }, { "epoch": 0.92, "learning_rate": 1.3876642173235361e-05, "loss": 0.1543, "step": 22000 }, { "epoch": 0.94, "learning_rate": 1.37374749498998e-05, "loss": 0.1539, "step": 22500 }, { "epoch": 0.96, "learning_rate": 1.3598307726564241e-05, "loss": 0.1421, "step": 23000 }, { "epoch": 0.98, "learning_rate": 1.345914050322868e-05, "loss": 0.1217, "step": 23500 }, { "epoch": 1.0, "eval_f1": 0.9711923847695391, "eval_loss": 0.17471107840538025, "eval_runtime": 440.9341, "eval_samples_per_second": 54.321, "eval_steps_per_second": 13.58, "step": 23952 } ], "logging_steps": 500, "max_steps": 71856, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 500, "total_flos": 2.729295518247936e+16, "train_batch_size": 4, "trial_name": null, "trial_params": null }